Automatic Indexing and Retrieval of Large Broadcast News Video Collections – The TRECVID Experience

2006 ◽  
pp. 16-16
Author(s):  
Tat-Seng Chua
Keyword(s):  
Broadcast News ◽  
Automatic Indexing ◽  
Indexing And Retrieval ◽  
News Video

scholarly journals Special Issue on Advances in Deep Learning

2020 ◽  
Vol 10 (9) ◽  
pp. 3172
Author(s):  
Diego Gragnaniello ◽  
Andrea Bottino ◽  
Sandro Cumani ◽  
Wonjoon Kim
Keyword(s):  
Deep Learning ◽  
Text Analysis ◽  
Autonomous Driving ◽  
Research Field ◽  
Media Content ◽  
Special Issue ◽  
Automatic Indexing ◽  
Automatic Translation ◽  
Indexing And Retrieval ◽  
Tremendous Impact

Nowadays, deep learning is the fastest growing research field in machine learning and has a tremendous impact on a plethora of daily life applications, ranging from security and surveillance to autonomous driving, automatic indexing and retrieval of media content, text analysis, speech recognition, automatic translation, and many others [...]

scholarly journals Automatic indexing and retrieval of encounter-specific evidence for point-of-care support

2010 ◽  
Vol 43 (4) ◽  
pp. 623-631 ◽  
Author(s):  
Dympna M. O’Sullivan ◽  
Szymon A. Wilk ◽  
Wojtek J. Michalowski ◽  
Ken J. Farion
Keyword(s):  
Point Of Care ◽  
Automatic Indexing ◽  
Indexing And Retrieval ◽  
Care Support

Automatic indexing of news video for content-based retrieval

1998 ◽  
Author(s):  
Myung-Sup Yang ◽  
Cheol-Jung Yoo ◽  
Ok-Bae Chang
Keyword(s):  
Automatic Indexing ◽  
Content Based Retrieval ◽  
News Video

News Video Indexing and Abstraction by Specific Visual Cues

2011 ◽  
pp. 254-282
Author(s):  
Fan Jiang ◽  
Yu-Jin Zhang
Keyword(s):  
Visual Cues ◽  
Video Indexing ◽  
Semantic Structure ◽  
Broadcast News ◽  
Video Content ◽  
Video Abstraction ◽  
Efficient Access ◽  
News Video ◽  
Multi Level

This chapter addresses the tasks of providing the semantic structure and generating the abstraction of content in broadcast news. Based on extraction of two specific visual cues, Main Speaker Close-Up (MSC) and news caption, a hierarchy of news video index is automatically constructed for efficient access to multi-level contents. In addition, a unique MSC-based video abstraction is proposed to help satisfy the need for news preview and key-person highlighting. Experiments on news clips from MPEG-7 video content sets yield encouraging results that prove the efficiency of our video indexing and abstraction scheme.

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